Driver architecture
Separate external conditions, controllable execution, evidence, and derived outcomes.
Private Forecasting Team Workshop
Teach your team the techniques behind the work.
Private onsite training for forecasting, commercial analytics, BD&L, strategy, and finance teams who want to build and challenge stronger driver-based models themselves.
Typical fee: $30K to $50K onsite, depending on duration, customization, and team size.
What your team learns
From forecast mechanics to decision-quality challenge.
Scenario design
Build causal scenarios instead of arbitrary output haircuts.
Sensitivity and uncertainty
Find what matters, what interacts, and what deserves more evidence.
Independent reconstruction
Rebuild the critical economics instead of only inspecting formulas.
Model QA and governance
Assumption lineage, ownership, overrides, checkpoints, and monitoring.
Executive interpretation
Turn technical results into thresholds, choices, and the evidence that changes a decision.
Format
Realistic work, not classroom toy problems.
Workshops use synthetic cases built on realistic life-sciences decisions or, when appropriate and securely scoped, sanitized versions of your own problems.
Training and review stay separate
Capability building never compromises independence.
You can bring me in for training on its own, or after a project so your team can carry the methods forward. Training never changes the independence of a separately scoped Forecast Integrity Review.
Next step
Give your team a repeatable forecasting discipline.
Tell me about the team, the decisions they support, and what you’d like them to do better. I’ll suggest a format that fits.